Woon‐Seng Gan

Nanyang Technological University — Singapore

Computer Science · Physical Sciences

43h-index7.9kcitations625works2.72yr avg
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Research Topics

Speech and Audio Processing(269), Advanced Adaptive Filtering Techniques(235), Acoustic Wave Phenomena Research(178), Hearing Loss and Rehabilitation(130), Noise Effects and Management(72)

Publications625 total

Implementation of distributed multichannel active noise control with intermittent communication and coprocessor assisted data combination
Mechanical Systems and Signal Processing·2026
The positive impact of naturally soundscaping a noisy urban space on same-night sleep in working adults.
2026Open Access
Environmental acoustic intelligence through sound event localization and detection: a review
npj Acoustics·2025Open Access
DOA Estimation with Lightweight Network on LLM-Aided Simulated Acoustic Scenes
arXiv (Cornell University)·2025Open Access
Generative Reasoning Recommendation via LLMs
arXiv (Cornell University)·2025Open Access
Directional Selective Fixed-Filter Active Noise Control Based on a Convolutional Neural Network in Reverberant Environments
2025
DOA Estimation with Lightweight Network on LLM-Aided Simulated Acoustic Scenes
2025
A Robust Proactive Communication Strategy for Distributed Active Noise Control Systems
2025
Towards Robust Stereo 3-D SELD: A Study of Perceptual Features and Data Augmentation
2025
Meta-Learned Regional Initialization of Control Filters for Headphone Active Noise Control
2025
The APSIPA ASC 2025 Grand Challenge on City and Time-Aware Semi-Supervised Acoustic Scene Classification: Summary and Results
2025
Applying Model-Agnostic Meta-Learning with Iterative Dichotomiser 3 for Alternating-Switching Active Noise Control Systems
2025
Augmented soundscaping improves psychophysiological markers of mental fatigue and recovery
Building and Environment·2025
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
arXiv (Cornell University)·2025Open Access
MAGENTA: Magnitude and Geometry-ENhanced Training Approach for Robust Long-Tailed Sound Event Localization and Detection
arXiv (Cornell University)·2025Open Access
Enhancing Situational Awareness in Wearable Audio Devices Using a Lightweight Sound Event Localization and Detection System
arXiv (Cornell University)·2025Open Access
Acoustic Scene Classification Using CNN-GRU Model Without Knowledge Distillation
arXiv (Cornell University)·2025Open Access
RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation
arXiv (Cornell University)·2025Open Access
Deep learning-based Generative Fixed-Filter Active Noise Control: Transferability and implementation
Mechanical Systems and Signal Processing·2025· 2 cited
SNR enhancement for non-stationary signals in arrays via ring model and message passing
Mechanical Systems and Signal Processing·2025
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Frequent Co-authors

Bhan Lam(15), Dongyuan Shi(9), Sen M. Kuo(6), Joo Young Hong(6), Zhen-Ting Ong(5), Kenneth Ooi(5), Jian Kang(5), Chuang Shi(5), S.M. Kuo(4), Jun Yang(4), Sze-Tiong Tan(4), Kong Aik Lee(3), Masaharu Nishimura(3), Stephen N. Elliott(3), Jianjun He(3), Thi Ngoc Tho Nguyen(3), Douglas L. Jones(3), Yali Zhou(3), Qizhi Zhang(3), S. Mitra(2)